Search Results for author: Hanyu Jiang

Found 4 papers, 2 papers with code

Towards Unified Facial Action Unit Recognition Framework by Large Language Models

no code implementations13 Sep 2024 Guohong Hu, Xing Lan, Hanyu Jiang, Jiayi Lyu, Jian Xue

We meticulously craft the text descriptions and fine-tune the model on various AU datasets, allowing it to generate different formats of AU recognition results for the same input image.

Facial Action Unit Detection Language Modelling +1

Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction

1 code implementation12 Aug 2024 Wenchao Weng, Mei Wu, Hanyu Jiang, Wanzeng Kong, Xiangjie Kong, Feng Xia

PM-DMNet employs a novel dynamic memory network to capture traffic pattern features with only O(N) complexity, significantly reducing computational overhead while achieving excellent performance.

Traffic Prediction

FoodSAM: Any Food Segmentation

1 code implementation11 Aug 2023 Xing Lan, Jiayi Lyu, Hanyu Jiang, Kun Dong, Zehai Niu, Yi Zhang, Jian Xue

Remarkably, this pioneering framework stands as the first-ever work to achieve instance, panoptic, and promptable segmentation on food images.

 Ranked #1 on Semantic Segmentation on FoodSeg103 (using extra training data)

Image Segmentation Instance Segmentation +2

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